Ashis Ravindran
Senior Software Engineer at ImFusion
Heidelberg, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolAshis Ravindran is a Senior Software Engineer based in Heidelberg with 8 years of experience building production-ready image analysis and deep learning systems in Python, C++ and Java. With a Master's in Scientific Computing, he has bridged research and engineering roles—implementing nnUNet, TotalSegmentator and MONAI Label into MITK at DKFZ and shipping BigDataProcessor2 plugins for terabyte-scale microscopy at EMBL. He combines rigorous software engineering (bug fixing, testing, design docs) with hands-on ML model development in PyTorch, from multi-view stereo annotation to automotive end-to-end driving models. Known for translating research prototypes into user-focused tools and consulting with scientists, he excels at creating scalable mathematical pipelines and improving UX for complex 5D imaging workflows.
8 years of coding experience
8 years of employment as a software developer
Bachelor of Technology (B.Tech.) Electrical and Electronics Engineering, Bachelor of Technology (B.Tech.) Electrical and Electronics Engineering at University of CalicutMaster's degree Scientific Computing, Master's degree Scientific Computing at Heidelberg University
English, Hindi, Malayalam, Tamil, German
Github Skills (16)
medical-imaging10
cpp-library10
dicom10
segmentation10
mitk10
imaging10
medical-image-computing10
imagej9
active-learning9
3d9
deep-learning8
machine-learning8
reproducible-research8
pytorch8
image-labeling6
Programming languages (4)
Github contributions (5)
ASHISRAVINDRAN/stardist_pytorch
Jul 2019 - Nov 2022
StarDist PyTorch
Contributions:7 commits, 2 PRs, 11 pushes in 3 years 4 months
pytorchdeep-learning
MIC-DKFZ/agent-sam
Oct 2023 - Sep 2024
Segment Anything model wrapper used by the Medical Imaging Interaction Toolkit (MITK).
Contributions:4 releases, 12 pushes, 2 branches in 11 months
imagingmitk
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